Tool-Using Language Agents
Reasoning–acting loops, API calls, memory, interfaces and evaluation.
Open record →Publication index
Chronological publication index. Each record adds a new layer to the preceding conceptual state space; sources, atomic claims, contradiction sets and open questions are updated with persistent research memory.
Day 1 / 90 · Infrastructure and the epistemic publication protocol are complete. Substantive research begins on Day 1 with source-level verification.
Reasoning–acting loops, API calls, memory, interfaces and evaluation.
Open record →Programme scope, evidence levels and the daily publication protocol.
Open record →| Phase | Days | Scope |
|---|---|---|
| Foundations | 01–15 | Formal world models, POMDPs, latent dynamics and evaluation. |
| Generative world models | 16–35 | State-of-the-art systems and model cards. |
| Representation & memory | 36–55 | 3D geometry, persistence, drift and long-horizon consistency. |
| Action & agents | 56–75 | Control, planning, reinforcement learning, robotics and sim-to-real. |
| Synthesis | 76–90 | Benchmark design, hypotheses, survey and roadmap. |